Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 201 |
| Missing cells | 5 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 151.8 KiB |
| Average record size in memory | 773.5 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 12 |
aspiration is highly overall correlated with compression-ratio and 2 other fields | High correlation |
body-style is highly overall correlated with height and 1 other fields | High correlation |
bore is highly overall correlated with city-L/100km and 10 other fields | High correlation |
city-L/100km is highly overall correlated with bore and 11 other fields | High correlation |
city-mpg is highly overall correlated with bore and 10 other fields | High correlation |
compression-ratio is highly overall correlated with aspiration and 4 other fields | High correlation |
curb-weight is highly overall correlated with bore and 10 other fields | High correlation |
diesel is highly overall correlated with compression-ratio and 4 other fields | High correlation |
drive-wheels is highly overall correlated with make | High correlation |
engine-location is highly overall correlated with engine-size and 4 other fields | High correlation |
engine-size is highly overall correlated with bore and 14 other fields | High correlation |
engine-type is highly overall correlated with engine-size and 3 other fields | High correlation |
engine_hp_ratio is highly overall correlated with aspiration and 10 other fields | High correlation |
fuel-system is highly overall correlated with aspiration and 6 other fields | High correlation |
gas is highly overall correlated with compression-ratio and 4 other fields | High correlation |
height is highly overall correlated with body-style and 4 other fields | High correlation |
highway-mpg is highly overall correlated with bore and 12 other fields | High correlation |
horsepower is highly overall correlated with bore and 12 other fields | High correlation |
horsepower-binned is highly overall correlated with city-L/100km and 10 other fields | High correlation |
length is highly overall correlated with bore and 11 other fields | High correlation |
make is highly overall correlated with bore and 11 other fields | High correlation |
num-of-cylinders is highly overall correlated with city-L/100km and 8 other fields | High correlation |
num-of-doors is highly overall correlated with body-style and 2 other fields | High correlation |
peak-rpm is highly overall correlated with diesel and 2 other fields | High correlation |
price is highly overall correlated with bore and 10 other fields | High correlation |
stroke is highly overall correlated with engine-location and 1 other fields | High correlation |
symboling is highly overall correlated with height and 2 other fields | High correlation |
wheel-base is highly overall correlated with bore and 10 other fields | High correlation |
width is highly overall correlated with bore and 11 other fields | High correlation |
engine-location is highly imbalanced (88.8%) | Imbalance |
num-of-cylinders is highly imbalanced (58.6%) | Imbalance |
diesel is highly imbalanced (53.3%) | Imbalance |
gas is highly imbalanced (53.3%) | Imbalance |
stroke has 4 (2.0%) missing values | Missing |
symboling has 65 (32.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-13 11:12:09.282031 |
|---|---|
| Analysis finished | 2025-03-13 11:12:33.326133 |
| Duration | 24.04 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
symboling
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84079602 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 65 |
| Zeros (%) | 32.3% |
| Negative | 25 |
| Negative (%) | 12.4% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2548017 |
|---|---|
| Coefficient of variation (CV) | 1.4923973 |
| Kurtosis | -0.70717762 |
| Mean | 0.84079602 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.19737036 |
| Sum | 169 |
| Variance | 1.5745274 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.9% |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 52 | |
| 0 | 65 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
normalized-losses
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122 |
| Minimum | 65 |
|---|---|
| Maximum | 256 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 77 |
| Q1 | 101 |
| median | 122 |
| Q3 | 137 |
| 95-th percentile | 186 |
| Maximum | 256 |
| Range | 191 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 31.99625 |
|---|---|
| Coefficient of variation (CV) | 0.26226434 |
| Kurtosis | 1.3190676 |
| Mean | 122 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.84654635 |
| Sum | 24522 |
| Variance | 1023.76 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 122 | 41 | |
| 161 | 11 | 5.5% |
| 91 | 8 | 4.0% |
| 150 | 7 | 3.5% |
| 128 | 6 | 3.0% |
| 104 | 6 | 3.0% |
| 134 | 6 | 3.0% |
| 103 | 5 | 2.5% |
| 168 | 5 | 2.5% |
| 74 | 5 | 2.5% |
| Other values (41) | 101 |
| Value | Count | Frequency (%) |
| 65 | 5 | |
| 74 | 5 | |
| 77 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 81 | 2 | 1.0% |
| 83 | 3 | |
| 85 | 5 | |
| 87 | 2 | 1.0% |
| 89 | 2 | 1.0% |
| 90 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 256 | 1 | 0.5% |
| 231 | 1 | 0.5% |
| 197 | 2 | 1.0% |
| 194 | 2 | 1.0% |
| 192 | 2 | 1.0% |
| 188 | 2 | 1.0% |
| 186 | 1 | 0.5% |
| 168 | 5 | |
| 164 | 2 | 1.0% |
| 161 | 11 |
make
Categorical
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.5024876 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| subaru | 12 | 6.0% |
| volkswagen | 12 | 6.0% |
| volvo | 11 | 5.5% |
| peugot | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| subaru | 12 | 6.0% |
| volkswagen | 12 | 6.0% |
| volvo | 11 | 5.5% |
| peugot | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| u | 71 | 5.4% |
| n | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| u | 71 | 5.4% |
| n | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| u | 71 | 5.4% |
| n | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| u | 71 | 5.4% |
| n | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
aspiration
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.358209 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
num-of-doors
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5721393 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 115 | |
| two | 86 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 115 | |
| two | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 201 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 86 | |
| w | 86 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 718 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 201 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 86 | |
| w | 86 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 718 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 201 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 86 | |
| w | 86 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 718 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 201 | |
| f | 115 | |
| u | 115 | |
| r | 115 | |
| t | 86 | |
| w | 86 |
body-style
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.6119403 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
drive-wheels
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
engine-location
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9850746 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
wheel-base
Real number (ℝ)
High correlation
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.797015 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.0663656 |
|---|---|
| Coefficient of variation (CV) | 0.061402316 |
| Kurtosis | 0.9484451 |
| Mean | 98.797015 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 1.0312614 |
| Sum | 19858.2 |
| Variance | 36.800791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 93.7 | 20 | 10.0% |
| 94.5 | 19 | 9.5% |
| 95.7 | 13 | 6.5% |
| 96.5 | 8 | 4.0% |
| 97.3 | 7 | 3.5% |
| 100.4 | 6 | 3.0% |
| 96.3 | 6 | 3.0% |
| 104.3 | 6 | 3.0% |
| 107.9 | 6 | 3.0% |
| 98.8 | 6 | 3.0% |
| Other values (42) | 104 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.5% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
length
Real number (ℝ)
High correlation
| Distinct | 73 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83710233 |
| Minimum | 0.6780394 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.6780394 |
|---|---|
| 5-th percentile | 0.75588659 |
| Q1 | 0.80153772 |
| median | 0.83229217 |
| Q3 | 0.8817876 |
| 95-th percentile | 0.94666026 |
| Maximum | 1 |
| Range | 0.3219606 |
| Interquartile range (IQR) | 0.08024988 |
Descriptive statistics
| Standard deviation | 0.059212759 |
|---|---|
| Coefficient of variation (CV) | 0.070735389 |
| Kurtosis | -0.065191628 |
| Mean | 0.83710233 |
| Median Absolute Deviation (MAD) | 0.033157136 |
| Skewness | 0.15444635 |
| Sum | 168.25757 |
| Variance | 0.0035061508 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.755886593 | 15 | 7.5% |
| 0.9072561269 | 11 | 5.5% |
| 0.8971648246 | 7 | 3.5% |
| 0.7991350312 | 7 | 3.5% |
| 0.8250840942 | 7 | 3.5% |
| 0.8467083133 | 6 | 3.0% |
| 0.7943296492 | 6 | 3.0% |
| 0.8543969246 | 6 | 3.0% |
| 0.8966842864 | 6 | 3.0% |
| 0.8495915425 | 5 | 2.5% |
| Other values (63) | 125 |
| Value | Count | Frequency (%) |
| 0.6780394041 | 1 | 0.5% |
| 0.6948582412 | 2 | 1.0% |
| 0.7208073042 | 3 | 1.5% |
| 0.7491590581 | 1 | 0.5% |
| 0.7539644402 | 1 | 0.5% |
| 0.7549255166 | 1 | 0.5% |
| 0.755886593 | 15 | |
| 0.7587698222 | 1 | 0.5% |
| 0.7626141278 | 3 | 1.5% |
| 0.763094666 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 0.9735703988 | 2 | |
| 0.9591542528 | 2 | |
| 0.9572321 | 1 | 0.5% |
| 0.9557904853 | 4 | |
| 0.9466602595 | 1 | 0.5% |
| 0.931283037 | 1 | 0.5% |
| 0.9259971168 | 3 | |
| 0.9211917347 | 1 | 0.5% |
| 0.9173474291 | 2 |
width
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91512576 |
| Minimum | 0.8375 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.8375 |
|---|---|
| 5-th percentile | 0.88333333 |
| Q1 | 0.89027778 |
| median | 0.90972222 |
| Q3 | 0.925 |
| 95-th percentile | 0.97638889 |
| Maximum | 1 |
| Range | 0.1625 |
| Interquartile range (IQR) | 0.034722222 |
Descriptive statistics
| Standard deviation | 0.029187095 |
|---|---|
| Coefficient of variation (CV) | 0.031894081 |
| Kurtosis | 0.67865517 |
| Mean | 0.91512576 |
| Median Absolute Deviation (MAD) | 0.019444444 |
| Skewness | 0.87502904 |
| Sum | 183.94028 |
| Variance | 0.0008518865 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 0.8861111111 | 24 | 11.9% |
| 0.9236111111 | 23 | 11.4% |
| 0.9083333333 | 15 | 7.5% |
| 0.8944444444 | 10 | 5.0% |
| 0.95 | 10 | 5.0% |
| 0.8888888889 | 9 | 4.5% |
| 0.8833333333 | 9 | 4.5% |
| 0.9097222222 | 8 | 4.0% |
| 0.9055555556 | 7 | 3.5% |
| 0.9208333333 | 6 | 3.0% |
| Other values (33) | 80 |
| Value | Count | Frequency (%) |
| 0.8375 | 1 | 0.5% |
| 0.8583333333 | 1 | 0.5% |
| 0.8680555556 | 1 | 0.5% |
| 0.8805555556 | 1 | 0.5% |
| 0.8833333333 | 9 | 4.5% |
| 0.8861111111 | 24 | |
| 0.8875 | 3 | 1.5% |
| 0.8888888889 | 9 | 4.5% |
| 0.8902777778 | 2 | 1.0% |
| 0.8916666667 | 6 | 3.0% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.5% |
| 0.9958333333 | 3 | |
| 0.9916666667 | 3 | |
| 0.9847222222 | 1 | 0.5% |
| 0.9805555556 | 1 | 0.5% |
| 0.9791666667 | 1 | 0.5% |
| 0.9763888889 | 3 | |
| 0.9666666667 | 2 | |
| 0.9569444444 | 4 | |
| 0.9555555556 | 1 | 0.5% |
height
Real number (ℝ)
High correlation
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.766667 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.4478222 |
|---|---|
| Coefficient of variation (CV) | 0.045526761 |
| Kurtosis | -0.43290815 |
| Mean | 53.766667 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.029173299 |
| Sum | 10807.1 |
| Variance | 5.9918333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 7.0% |
| 55.7 | 12 | 6.0% |
| 54.5 | 10 | 5.0% |
| 54.1 | 10 | 5.0% |
| 52 | 9 | 4.5% |
| 55.5 | 9 | 4.5% |
| 56.7 | 8 | 4.0% |
| 54.3 | 8 | 4.0% |
| 52.6 | 7 | 3.5% |
| 51.6 | 7 | 3.5% |
| Other values (39) | 107 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 1 | 0.5% |
| 50.6 | 5 | 2.5% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
curb-weight
Real number (ℝ)
High correlation
| Distinct | 169 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.6667 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1905 |
| Q1 | 2169 |
| median | 2414 |
| Q3 | 2926 |
| 95-th percentile | 3505 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 517.29673 |
|---|---|
| Coefficient of variation (CV) | 0.20241166 |
| Kurtosis | 0.034915576 |
| Mean | 2555.6667 |
| Median Absolute Deviation (MAD) | 377 |
| Skewness | 0.70580359 |
| Sum | 513689 |
| Variance | 267595.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1989 | 3 | 1.5% |
| 2337 | 2 | 1.0% |
| 1967 | 2 | 1.0% |
| 2395 | 2 | 1.0% |
| 2535 | 2 | 1.0% |
| 2128 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| Other values (159) | 176 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 1 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
engine-type
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| dohc | 12 |
| l | 12 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.119403 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
num-of-cylinders
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| four | |
|---|---|
| six | |
| five | 10 |
| eight | 4 |
| two | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| eight | 4 | 2.0% |
| two | 4 | 2.0% |
| twelve | 1 | 0.5% |
| three | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| eight | 4 | 2.0% |
| two | 4 | 2.0% |
| twelve | 1 | 0.5% |
| three | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
engine-size
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.87562 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 98 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 194 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 41.546834 |
|---|---|
| Coefficient of variation (CV) | 0.32746113 |
| Kurtosis | 5.4974908 |
| Mean | 126.87562 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.9791442 |
| Sum | 25502 |
| Variance | 1726.1395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.5% |
| 92 | 15 | 7.5% |
| 98 | 14 | 7.0% |
| 97 | 14 | 7.0% |
| 108 | 13 | 6.5% |
| 110 | 12 | 6.0% |
| 90 | 10 | 5.0% |
| 109 | 8 | 4.0% |
| 120 | 7 | 3.5% |
| 141 | 7 | 3.5% |
| Other values (33) | 86 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 10 | |
| 91 | 5 | 2.5% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 | |
| 173 | 1 | 0.5% |
fuel-system
Categorical
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
bore
Real number (ℝ)
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3306916 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.15 |
| median | 3.31 |
| Q3 | 3.58 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.43 |
Descriptive statistics
| Standard deviation | 0.26807186 |
|---|---|
| Coefficient of variation (CV) | 0.080485344 |
| Kurtosis | -0.79819313 |
| Mean | 3.3306916 |
| Median Absolute Deviation (MAD) | 0.23 |
| Skewness | -0.032730328 |
| Sum | 669.469 |
| Variance | 0.071862521 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.4% |
| 3.19 | 20 | 10.0% |
| 3.15 | 15 | 7.5% |
| 2.97 | 12 | 6.0% |
| 3.03 | 10 | 5.0% |
| 3.46 | 9 | 4.5% |
| 3.31 | 8 | 4.0% |
| 3.43 | 8 | 4.0% |
| 3.78 | 8 | 4.0% |
| 3.27 | 7 | 3.5% |
| Other values (29) | 81 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 10 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 1 | 0.5% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 4.0% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.5% |
| 3.63 | 2 | 1.0% |
| 3.62 | 23 | |
| 3.61 | 1 | 0.5% |
| 3.6 | 1 | 0.5% |
stroke
Real number (ℝ)
High correlation Missing
| Distinct | 36 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 4 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2569036 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.41 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.31925624 |
|---|---|
| Coefficient of variation (CV) | 0.098024469 |
| Kurtosis | 2.0287842 |
| Mean | 3.2569036 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.69377839 |
| Sum | 641.61 |
| Variance | 0.10192455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 3.4 | 19 | 9.5% |
| 3.23 | 14 | 7.0% |
| 3.15 | 14 | 7.0% |
| 3.03 | 14 | 7.0% |
| 3.39 | 13 | 6.5% |
| 2.64 | 11 | 5.5% |
| 3.35 | 9 | 4.5% |
| 3.29 | 9 | 4.5% |
| 3.46 | 8 | 4.0% |
| 3.27 | 6 | 3.0% |
| Other values (26) | 80 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.36 | 1 | 0.5% |
| 2.64 | 11 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 3 | 1.5% |
| 3.86 | 4 | |
| 3.64 | 5 | |
| 3.58 | 6 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 6 | |
| 3.47 | 4 | |
| 3.46 | 8 |
compression-ratio
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.164279 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.9 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 4.0049655 |
|---|---|
| Coefficient of variation (CV) | 0.39402358 |
| Kurtosis | 5.0688725 |
| Mean | 10.164279 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.5844624 |
| Sum | 2043.02 |
| Variance | 16.039749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 7.0% |
| 9.5 | 13 | 6.5% |
| 9.3 | 11 | 5.5% |
| 8.7 | 9 | 4.5% |
| 9.2 | 8 | 4.0% |
| 8 | 8 | 4.0% |
| 7 | 6 | 3.0% |
| 23 | 5 | 2.5% |
| Other values (22) | 55 |
| Value | Count | Frequency (%) |
| 7 | 6 | |
| 7.5 | 5 | 2.5% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.5% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 2 | 1.0% |
horsepower
Real number (ℝ)
High correlation
| Distinct | 59 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.40553 |
| Minimum | 48 |
|---|---|
| Maximum | 262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 176 |
| Maximum | 262 |
| Range | 214 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 37.3657 |
|---|---|
| Coefficient of variation (CV) | 0.36135106 |
| Kurtosis | 1.3203795 |
| Mean | 103.40553 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.1465173 |
| Sum | 20784.512 |
| Variance | 1396.1955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.5% |
| 69 | 10 | 5.0% |
| 70 | 9 | 4.5% |
| 116 | 9 | 4.5% |
| 110 | 8 | 4.0% |
| 95 | 7 | 3.5% |
| 88 | 6 | 3.0% |
| 62 | 6 | 3.0% |
| 101 | 6 | 3.0% |
| 114 | 6 | 3.0% |
| Other values (49) | 115 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 3.0% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | 1.0% |
| 182 | 3 | |
| 176 | 2 | 1.0% |
| 175 | 1 | 0.5% |
| 162 | 2 | 1.0% |
| 161 | 2 | 1.0% |
| 160 | 5 |
peak-rpm
Real number (ℝ)
High correlation
| Distinct | 23 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5117.6654 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4250 |
| Q1 | 4800 |
| median | 5125.3695 |
| Q3 | 5500 |
| 95-th percentile | 6000 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 478.11381 |
|---|---|
| Coefficient of variation (CV) | 0.093424202 |
| Kurtosis | 0.10755082 |
| Mean | 5117.6654 |
| Median Absolute Deviation (MAD) | 325.36946 |
| Skewness | 0.10776997 |
| Sum | 1028650.7 |
| Variance | 228592.81 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5500 | 36 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 11 | 5.5% |
| 6000 | 9 | 4.5% |
| 5800 | 7 | 3.5% |
| 4500 | 7 | 3.5% |
| 5250 | 7 | 3.5% |
| 4150 | 5 | 2.5% |
| Other values (13) | 33 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.5% |
| 4200 | 5 | 2.5% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.5% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 36 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.5% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.5% |
| 5600 | 1 | 0.5% |
| 5500 | 36 | |
| 5400 | 11 | 5.5% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.5% |
| 5200 | 23 |
city-mpg
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.179104 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.4232205 |
|---|---|
| Coefficient of variation (CV) | 0.25510123 |
| Kurtosis | 0.75396809 |
| Mean | 25.179104 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.68043347 |
| Sum | 5061 |
| Variance | 41.257761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 7.0% |
| 23 | 12 | 6.0% |
| 26 | 12 | 6.0% |
| 17 | 12 | 6.0% |
| 21 | 8 | 4.0% |
| 25 | 8 | 4.0% |
| 30 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 5 | 2.5% |
| 17 | 12 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 4.0% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 5 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
highway-mpg
Real number (ℝ)
High correlation
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.686567 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.8151499 |
|---|---|
| Coefficient of variation (CV) | 0.22208903 |
| Kurtosis | 0.56117114 |
| Mean | 30.686567 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.54950715 |
| Sum | 6168 |
| Variance | 46.446269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.5% |
| 24 | 17 | 8.5% |
| 38 | 17 | 8.5% |
| 30 | 16 | 8.0% |
| 32 | 16 | 8.0% |
| 34 | 14 | 7.0% |
| 37 | 13 | 6.5% |
| 28 | 12 | 6.0% |
| 29 | 10 | 5.0% |
| 33 | 9 | 4.5% |
| Other values (20) | 58 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 7 | 3.5% |
| 23 | 7 | 3.5% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 2 | 1.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
price
Real number (ℝ)
High correlation
| Distinct | 186 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13207.129 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6189 |
| Q1 | 7775 |
| median | 10295 |
| Q3 | 16500 |
| 95-th percentile | 32528 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8725 |
Descriptive statistics
| Standard deviation | 7947.0663 |
|---|---|
| Coefficient of variation (CV) | 0.60172549 |
| Kurtosis | 3.2315369 |
| Mean | 13207.129 |
| Median Absolute Deviation (MAD) | 3306 |
| Skewness | 1.8096753 |
| Sum | 2654633 |
| Variance | 63155863 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16500 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 5572 | 2 | 1.0% |
| 8495 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 7295 | 2 | 1.0% |
| 8921 | 2 | 1.0% |
| Other values (176) | 181 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
city-L/100km
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9441455 |
| Minimum | 4.7959184 |
|---|---|
| Maximum | 18.076923 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4.7959184 |
|---|---|
| 5-th percentile | 6.3513514 |
| Q1 | 7.8333333 |
| median | 9.7916667 |
| Q3 | 12.368421 |
| 95-th percentile | 14.6875 |
| Maximum | 18.076923 |
| Range | 13.281005 |
| Interquartile range (IQR) | 4.5350877 |
Descriptive statistics
| Standard deviation | 2.5345993 |
|---|---|
| Coefficient of variation (CV) | 0.25488357 |
| Kurtosis | -0.065118888 |
| Mean | 9.9441455 |
| Median Absolute Deviation (MAD) | 1.9583333 |
| Skewness | 0.59238336 |
| Sum | 1998.7732 |
| Variance | 6.4241934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 7.580645161 | 28 | |
| 12.36842105 | 27 | |
| 9.791666667 | 22 | |
| 8.703703704 | 14 | 7.0% |
| 10.2173913 | 12 | 6.0% |
| 9.038461538 | 12 | 6.0% |
| 13.82352941 | 12 | 6.0% |
| 11.19047619 | 8 | 4.0% |
| 9.4 | 8 | 4.0% |
| 7.833333333 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 4.795918367 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 5.222222222 | 1 | 0.5% |
| 6.184210526 | 5 | |
| 6.351351351 | 6 | |
| 6.527777778 | 1 | 0.5% |
| 6.714285714 | 1 | 0.5% |
| 6.911764706 | 1 | 0.5% |
| 7.121212121 | 1 | 0.5% |
| 7.34375 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18.07692308 | 1 | 0.5% |
| 16.78571429 | 2 | 1.0% |
| 15.66666667 | 3 | 1.5% |
| 14.6875 | 5 | 2.5% |
| 13.82352941 | 12 | |
| 13.05555556 | 3 | 1.5% |
| 12.36842105 | 27 | |
| 11.75 | 3 | 1.5% |
| 11.19047619 | 8 | 4.0% |
| 10.68181818 | 4 | 2.0% |
horsepower-binned
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Memory size | 12.1 KiB |
| Low | |
|---|---|
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.045 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Low | 115 | |
| Medium | 62 | |
| High | 23 | 11.4% |
| (Missing) | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 115 | |
| medium | 62 | |
| high | 23 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 115 | |
| o | 115 | |
| w | 115 | |
| i | 85 | |
| M | 62 | |
| e | 62 | |
| d | 62 | |
| u | 62 | |
| m | 62 | |
| H | 23 | 2.8% |
| Other values (2) | 46 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 809 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 115 | |
| o | 115 | |
| w | 115 | |
| i | 85 | |
| M | 62 | |
| e | 62 | |
| d | 62 | |
| u | 62 | |
| m | 62 | |
| H | 23 | 2.8% |
| Other values (2) | 46 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 809 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 115 | |
| o | 115 | |
| w | 115 | |
| i | 85 | |
| M | 62 | |
| e | 62 | |
| d | 62 | |
| u | 62 | |
| m | 62 | |
| H | 23 | 2.8% |
| Other values (2) | 46 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 809 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 115 | |
| o | 115 | |
| w | 115 | |
| i | 85 | |
| M | 62 | |
| e | 62 | |
| d | 62 | |
| u | 62 | |
| m | 62 | |
| H | 23 | 2.8% |
| Other values (2) | 46 | 5.7% |
diesel
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
gas
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 201 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
engine_hp_ratio
Real number (ℝ)
High correlation
| Distinct | 78 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2689077 |
| Minimum | 0.59259259 |
|---|---|
| Maximum | 1.9642857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.59259259 |
|---|---|
| 5-th percentile | 0.875 |
| Q1 | 1.1483516 |
| median | 1.2790698 |
| Q3 | 1.4057971 |
| 95-th percentile | 1.6 |
| Maximum | 1.9642857 |
| Range | 1.3716931 |
| Interquartile range (IQR) | 0.25744545 |
Descriptive statistics
| Standard deviation | 0.23453511 |
|---|---|
| Coefficient of variation (CV) | 0.18483229 |
| Kurtosis | 1.0455887 |
| Mean | 1.2689077 |
| Median Absolute Deviation (MAD) | 0.12672733 |
| Skewness | 0.03263383 |
| Sum | 255.05044 |
| Variance | 0.055006718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.405797101 | 10 | 5.0% |
| 1.323529412 | 8 | 4.0% |
| 1.4 | 7 | 3.5% |
| 1.483870968 | 6 | 3.0% |
| 1.25862069 | 6 | 3.0% |
| 1.236842105 | 6 | 3.0% |
| 1.210526316 | 5 | 2.5% |
| 1.1 | 5 | 2.5% |
| 1.075862069 | 5 | 2.5% |
| 1.386363636 | 5 | 2.5% |
| Other values (68) | 138 |
| Value | Count | Frequency (%) |
| 0.5925925926 | 1 | 0.5% |
| 0.6930693069 | 3 | |
| 0.75625 | 2 | |
| 0.8 | 1 | 0.5% |
| 0.8024691358 | 2 | |
| 0.875 | 2 | |
| 0.88125 | 1 | 0.5% |
| 0.905 | 1 | 0.5% |
| 0.9357142857 | 1 | 0.5% |
| 0.9371980676 | 3 |
| Value | Count | Frequency (%) |
| 1.964285714 | 2 | 1.0% |
| 1.90625 | 1 | 0.5% |
| 1.872727273 | 1 | 0.5% |
| 1.865384615 | 2 | 1.0% |
| 1.861111111 | 1 | 0.5% |
| 1.673913043 | 1 | 0.5% |
| 1.652173913 | 1 | 0.5% |
| 1.6 | 5 | |
| 1.586206897 | 1 | 0.5% |
| 1.509677419 | 2 | 1.0% |
Interactions
Correlations
| aspiration | body-style | bore | city-L/100km | city-mpg | compression-ratio | curb-weight | diesel | drive-wheels | engine-location | engine-size | engine-type | engine_hp_ratio | fuel-system | gas | height | highway-mpg | horsepower | horsepower-binned | length | make | normalized-losses | num-of-cylinders | num-of-doors | peak-rpm | price | stroke | symboling | wheel-base | width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aspiration | 1.000 | 0.000 | 0.346 | 0.211 | 0.211 | 0.551 | 0.372 | 0.381 | 0.092 | 0.000 | 0.272 | 0.165 | 0.615 | 0.617 | 0.381 | 0.254 | 0.307 | 0.340 | 0.321 | 0.218 | 0.409 | 0.000 | 0.153 | 0.000 | 0.311 | 0.394 | 0.254 | 0.187 | 0.316 | 0.320 |
| body-style | 0.000 | 1.000 | 0.150 | 0.088 | 0.000 | 0.053 | 0.244 | 0.174 | 0.230 | 0.437 | 0.215 | 0.140 | 0.107 | 0.154 | 0.174 | 0.501 | 0.000 | 0.207 | 0.126 | 0.255 | 0.331 | 0.155 | 0.110 | 0.753 | 0.070 | 0.240 | 0.154 | 0.337 | 0.339 | 0.147 |
| bore | 0.346 | 0.150 | 1.000 | 0.607 | -0.607 | -0.169 | 0.702 | 0.169 | 0.434 | 0.325 | 0.697 | 0.336 | -0.152 | 0.341 | 0.169 | 0.223 | -0.619 | 0.641 | 0.356 | 0.640 | 0.516 | -0.022 | 0.224 | 0.135 | -0.305 | 0.646 | -0.083 | -0.180 | 0.538 | 0.607 |
| city-L/100km | 0.211 | 0.088 | 0.607 | 1.000 | -1.000 | -0.476 | 0.806 | 0.325 | 0.382 | 0.379 | 0.722 | 0.368 | -0.560 | 0.318 | 0.325 | 0.080 | -0.969 | 0.911 | 0.651 | 0.661 | 0.395 | 0.259 | 0.523 | 0.069 | 0.129 | 0.831 | 0.024 | 0.022 | 0.484 | 0.673 |
| city-mpg | 0.211 | 0.000 | -0.607 | -1.000 | 1.000 | 0.476 | -0.806 | 0.403 | 0.381 | 0.112 | -0.722 | 0.245 | 0.560 | 0.304 | 0.403 | -0.080 | 0.969 | -0.911 | 0.615 | -0.661 | 0.360 | -0.259 | 0.447 | 0.000 | -0.129 | -0.831 | -0.024 | -0.022 | -0.484 | -0.673 |
| compression-ratio | 0.551 | 0.053 | -0.169 | -0.476 | 0.476 | 1.000 | -0.213 | 0.992 | 0.105 | 0.000 | -0.233 | 0.344 | 0.317 | 0.518 | 0.992 | 0.008 | 0.434 | -0.356 | 0.177 | -0.180 | 0.489 | -0.068 | 0.525 | 0.194 | -0.027 | -0.178 | -0.053 | 0.021 | -0.120 | -0.139 |
| curb-weight | 0.372 | 0.244 | 0.702 | 0.806 | -0.806 | -0.213 | 1.000 | 0.328 | 0.452 | 0.094 | 0.874 | 0.338 | -0.195 | 0.291 | 0.328 | 0.363 | -0.831 | 0.804 | 0.551 | 0.890 | 0.496 | 0.123 | 0.500 | 0.289 | -0.247 | 0.914 | 0.157 | -0.261 | 0.765 | 0.859 |
| diesel | 0.381 | 0.174 | 0.169 | 0.325 | 0.403 | 0.992 | 0.328 | 1.000 | 0.085 | 0.000 | 0.151 | 0.258 | 0.721 | 0.985 | 0.972 | 0.272 | 0.359 | 0.118 | 0.100 | 0.102 | 0.365 | 0.103 | 0.174 | 0.155 | 0.592 | 0.340 | 0.371 | 0.219 | 0.339 | 0.267 |
| drive-wheels | 0.092 | 0.230 | 0.434 | 0.382 | 0.381 | 0.105 | 0.452 | 0.085 | 1.000 | 0.125 | 0.467 | 0.440 | 0.286 | 0.386 | 0.085 | 0.381 | 0.424 | 0.445 | 0.362 | 0.410 | 0.605 | 0.244 | 0.314 | 0.097 | 0.253 | 0.443 | 0.357 | 0.265 | 0.412 | 0.411 |
| engine-location | 0.000 | 0.437 | 0.325 | 0.379 | 0.112 | 0.000 | 0.094 | 0.000 | 0.125 | 1.000 | 0.674 | 0.405 | 0.325 | 0.000 | 0.000 | 0.304 | 0.095 | 0.842 | 0.328 | 0.000 | 0.803 | 0.000 | 0.287 | 0.072 | 0.447 | 0.468 | 0.613 | 0.270 | 0.568 | 0.078 |
| engine-size | 0.272 | 0.215 | 0.697 | 0.722 | -0.722 | -0.233 | 0.874 | 0.151 | 0.467 | 0.674 | 1.000 | 0.559 | -0.127 | 0.330 | 0.151 | 0.209 | -0.717 | 0.818 | 0.625 | 0.780 | 0.524 | 0.124 | 0.664 | 0.208 | -0.283 | 0.828 | 0.293 | -0.182 | 0.646 | 0.763 |
| engine-type | 0.165 | 0.140 | 0.336 | 0.368 | 0.245 | 0.344 | 0.338 | 0.258 | 0.440 | 0.405 | 0.559 | 1.000 | 0.521 | 0.419 | 0.258 | 0.431 | 0.367 | 0.435 | 0.401 | 0.351 | 0.675 | 0.298 | 0.577 | 0.201 | 0.368 | 0.261 | 0.495 | 0.229 | 0.392 | 0.415 |
| engine_hp_ratio | 0.615 | 0.107 | -0.152 | -0.560 | 0.560 | 0.317 | -0.195 | 0.721 | 0.286 | 0.325 | -0.127 | 0.521 | 1.000 | 0.513 | 0.721 | 0.253 | 0.505 | -0.590 | 0.538 | -0.079 | 0.369 | -0.229 | 0.430 | 0.184 | -0.672 | -0.321 | 0.100 | -0.258 | 0.037 | -0.148 |
| fuel-system | 0.617 | 0.154 | 0.341 | 0.318 | 0.304 | 0.518 | 0.291 | 0.985 | 0.386 | 0.000 | 0.330 | 0.419 | 0.513 | 1.000 | 0.985 | 0.295 | 0.344 | 0.335 | 0.542 | 0.322 | 0.541 | 0.108 | 0.372 | 0.252 | 0.368 | 0.287 | 0.326 | 0.268 | 0.223 | 0.259 |
| gas | 0.381 | 0.174 | 0.169 | 0.325 | 0.403 | 0.992 | 0.328 | 0.972 | 0.085 | 0.000 | 0.151 | 0.258 | 0.721 | 0.985 | 1.000 | 0.272 | 0.359 | 0.118 | 0.100 | 0.102 | 0.365 | 0.103 | 0.174 | 0.155 | 0.592 | 0.340 | 0.371 | 0.219 | 0.339 | 0.267 |
| height | 0.254 | 0.501 | 0.223 | 0.080 | -0.080 | 0.008 | 0.363 | 0.272 | 0.381 | 0.304 | 0.209 | 0.431 | 0.253 | 0.295 | 0.272 | 1.000 | -0.138 | 0.022 | 0.243 | 0.532 | 0.484 | -0.346 | 0.354 | 0.528 | -0.280 | 0.264 | -0.037 | -0.530 | 0.641 | 0.371 |
| highway-mpg | 0.307 | 0.000 | -0.619 | -0.969 | 0.969 | 0.434 | -0.831 | 0.359 | 0.424 | 0.095 | -0.717 | 0.367 | 0.505 | 0.344 | 0.359 | -0.138 | 1.000 | -0.886 | 0.591 | -0.689 | 0.401 | -0.209 | 0.521 | 0.095 | -0.058 | -0.827 | -0.020 | 0.050 | -0.531 | -0.692 |
| horsepower | 0.340 | 0.207 | 0.641 | 0.911 | -0.911 | -0.356 | 0.804 | 0.118 | 0.445 | 0.842 | 0.818 | 0.435 | -0.590 | 0.335 | 0.118 | 0.022 | -0.886 | 1.000 | 0.908 | 0.660 | 0.458 | 0.237 | 0.530 | 0.128 | 0.103 | 0.849 | 0.139 | -0.004 | 0.495 | 0.681 |
| horsepower-binned | 0.321 | 0.126 | 0.356 | 0.651 | 0.615 | 0.177 | 0.551 | 0.100 | 0.362 | 0.328 | 0.625 | 0.401 | 0.538 | 0.542 | 0.100 | 0.243 | 0.591 | 0.908 | 1.000 | 0.410 | 0.516 | 0.222 | 0.513 | 0.030 | 0.228 | 0.599 | 0.259 | 0.268 | 0.380 | 0.416 |
| length | 0.218 | 0.255 | 0.640 | 0.661 | -0.661 | -0.180 | 0.890 | 0.102 | 0.410 | 0.000 | 0.780 | 0.351 | -0.079 | 0.322 | 0.102 | 0.532 | -0.689 | 0.660 | 0.410 | 1.000 | 0.501 | 0.046 | 0.371 | 0.356 | -0.272 | 0.810 | 0.173 | -0.404 | 0.913 | 0.890 |
| make | 0.409 | 0.331 | 0.516 | 0.395 | 0.360 | 0.489 | 0.496 | 0.365 | 0.605 | 0.803 | 0.524 | 0.675 | 0.369 | 0.541 | 0.365 | 0.484 | 0.401 | 0.458 | 0.516 | 0.501 | 1.000 | 0.338 | 0.549 | 0.297 | 0.477 | 0.370 | 0.586 | 0.455 | 0.513 | 0.553 |
| normalized-losses | 0.000 | 0.155 | -0.022 | 0.259 | -0.259 | -0.068 | 0.123 | 0.103 | 0.244 | 0.000 | 0.124 | 0.298 | -0.229 | 0.108 | 0.103 | -0.346 | -0.209 | 0.237 | 0.222 | 0.046 | 0.338 | 1.000 | 0.195 | 0.374 | 0.241 | 0.202 | 0.109 | 0.484 | -0.073 | 0.118 |
| num-of-cylinders | 0.153 | 0.110 | 0.224 | 0.523 | 0.447 | 0.525 | 0.500 | 0.174 | 0.314 | 0.287 | 0.664 | 0.577 | 0.430 | 0.372 | 0.174 | 0.354 | 0.521 | 0.530 | 0.513 | 0.371 | 0.549 | 0.195 | 1.000 | 0.149 | 0.283 | 0.447 | 0.252 | 0.162 | 0.338 | 0.565 |
| num-of-doors | 0.000 | 0.753 | 0.135 | 0.069 | 0.000 | 0.194 | 0.289 | 0.155 | 0.097 | 0.072 | 0.208 | 0.201 | 0.184 | 0.252 | 0.155 | 0.528 | 0.095 | 0.128 | 0.030 | 0.356 | 0.297 | 0.374 | 0.149 | 1.000 | 0.249 | 0.000 | 0.150 | 0.687 | 0.447 | 0.245 |
| peak-rpm | 0.311 | 0.070 | -0.305 | 0.129 | -0.129 | -0.027 | -0.247 | 0.592 | 0.253 | 0.447 | -0.283 | 0.368 | -0.672 | 0.368 | 0.592 | -0.280 | -0.058 | 0.103 | 0.228 | -0.272 | 0.477 | 0.241 | 0.283 | 0.249 | 1.000 | -0.082 | -0.067 | 0.290 | -0.316 | -0.214 |
| price | 0.394 | 0.240 | 0.646 | 0.831 | -0.831 | -0.178 | 0.914 | 0.340 | 0.443 | 0.468 | 0.828 | 0.261 | -0.321 | 0.287 | 0.340 | 0.264 | -0.827 | 0.849 | 0.599 | 0.810 | 0.370 | 0.202 | 0.447 | 0.000 | -0.082 | 1.000 | 0.118 | -0.143 | 0.682 | 0.812 |
| stroke | 0.254 | 0.154 | -0.083 | 0.024 | -0.024 | -0.053 | 0.157 | 0.371 | 0.357 | 0.613 | 0.293 | 0.495 | 0.100 | 0.326 | 0.371 | -0.037 | -0.020 | 0.139 | 0.259 | 0.173 | 0.586 | 0.109 | 0.252 | 0.150 | -0.067 | 0.118 | 1.000 | -0.012 | 0.218 | 0.238 |
| symboling | 0.187 | 0.337 | -0.180 | 0.022 | -0.022 | 0.021 | -0.261 | 0.219 | 0.265 | 0.270 | -0.182 | 0.229 | -0.258 | 0.268 | 0.219 | -0.530 | 0.050 | -0.004 | 0.268 | -0.404 | 0.455 | 0.484 | 0.162 | 0.687 | 0.290 | -0.143 | -0.012 | 1.000 | -0.542 | -0.261 |
| wheel-base | 0.316 | 0.339 | 0.538 | 0.484 | -0.484 | -0.120 | 0.765 | 0.339 | 0.412 | 0.568 | 0.646 | 0.392 | 0.037 | 0.223 | 0.339 | 0.641 | -0.531 | 0.495 | 0.380 | 0.913 | 0.513 | -0.073 | 0.338 | 0.447 | -0.316 | 0.682 | 0.218 | -0.542 | 1.000 | 0.816 |
| width | 0.320 | 0.147 | 0.607 | 0.673 | -0.673 | -0.139 | 0.859 | 0.267 | 0.411 | 0.078 | 0.763 | 0.415 | -0.148 | 0.259 | 0.267 | 0.371 | -0.692 | 0.681 | 0.416 | 0.890 | 0.553 | 0.118 | 0.565 | 0.245 | -0.214 | 0.812 | 0.238 | -0.261 | 0.816 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| symboling | normalized-losses | make | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | city-L/100km | horsepower-binned | diesel | gas | engine_hp_ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 122 | alfa-romero | std | two | convertible | rwd | front | 88.6 | 0.811148 | 0.890278 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 13495.0 | 11.190476 | Medium | 0 | 1 | 1.171171 |
| 1 | 3 | 122 | alfa-romero | std | two | convertible | rwd | front | 88.6 | 0.811148 | 0.890278 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 16500.0 | 11.190476 | Medium | 0 | 1 | 1.171171 |
| 2 | 1 | 122 | alfa-romero | std | two | hatchback | rwd | front | 94.5 | 0.822681 | 0.909722 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154.0 | 5000.0 | 19 | 26 | 16500.0 | 12.368421 | Medium | 0 | 1 | 0.987013 |
| 3 | 2 | 164 | audi | std | four | sedan | fwd | front | 99.8 | 0.848630 | 0.919444 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102.0 | 5500.0 | 24 | 30 | 13950.0 | 9.791667 | Medium | 0 | 1 | 1.068627 |
| 4 | 2 | 164 | audi | std | four | sedan | 4wd | front | 99.4 | 0.848630 | 0.922222 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115.0 | 5500.0 | 18 | 22 | 17450.0 | 13.055556 | Medium | 0 | 1 | 1.182609 |
| 5 | 2 | 122 | audi | std | two | sedan | fwd | front | 99.8 | 0.851994 | 0.920833 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 15250.0 | 12.368421 | Medium | 0 | 1 | 1.236364 |
| 6 | 1 | 158 | audi | std | four | sedan | fwd | front | 105.8 | 0.925997 | 0.991667 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 17710.0 | 12.368421 | Medium | 0 | 1 | 1.236364 |
| 7 | 1 | 122 | audi | std | four | wagon | fwd | front | 105.8 | 0.925997 | 0.991667 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 18920.0 | 12.368421 | Medium | 0 | 1 | 1.236364 |
| 8 | 1 | 158 | audi | turbo | four | sedan | fwd | front | 105.8 | 0.925997 | 0.991667 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140.0 | 5500.0 | 17 | 20 | 23875.0 | 13.823529 | Medium | 0 | 1 | 0.935714 |
| 9 | 2 | 192 | bmw | std | two | sedan | rwd | front | 101.2 | 0.849592 | 0.900000 | 54.3 | 2395 | ohc | four | 108 | mpfi | 3.50 | 2.80 | 8.8 | 101.0 | 5800.0 | 23 | 29 | 16430.0 | 10.217391 | Low | 0 | 1 | 1.069307 |
| symboling | normalized-losses | make | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | city-L/100km | horsepower-binned | diesel | gas | engine_hp_ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 191 | -1 | 74 | volvo | std | four | wagon | rwd | front | 104.3 | 0.907256 | 0.933333 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 13415.0 | 10.217391 | Medium | 0 | 1 | 1.236842 |
| 192 | -2 | 103 | volvo | std | four | sedan | rwd | front | 104.3 | 0.907256 | 0.933333 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 15985.0 | 9.791667 | Medium | 0 | 1 | 1.236842 |
| 193 | -1 | 74 | volvo | std | four | wagon | rwd | front | 104.3 | 0.907256 | 0.933333 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 16515.0 | 9.791667 | Medium | 0 | 1 | 1.236842 |
| 194 | -2 | 103 | volvo | turbo | four | sedan | rwd | front | 104.3 | 0.907256 | 0.933333 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18420.0 | 13.823529 | High | 0 | 1 | 0.802469 |
| 195 | -1 | 74 | volvo | turbo | four | wagon | rwd | front | 104.3 | 0.907256 | 0.933333 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18950.0 | 13.823529 | High | 0 | 1 | 0.802469 |
| 196 | -1 | 95 | volvo | std | four | sedan | rwd | front | 109.1 | 0.907256 | 0.956944 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 16845.0 | 10.217391 | Medium | 0 | 1 | 1.236842 |
| 197 | -1 | 95 | volvo | turbo | four | sedan | rwd | front | 109.1 | 0.907256 | 0.955556 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160.0 | 5300.0 | 19 | 25 | 19045.0 | 12.368421 | High | 0 | 1 | 0.881250 |
| 198 | -1 | 95 | volvo | std | four | sedan | rwd | front | 109.1 | 0.907256 | 0.956944 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134.0 | 5500.0 | 18 | 23 | 21485.0 | 13.055556 | Medium | 0 | 1 | 1.291045 |
| 199 | -1 | 95 | volvo | turbo | four | sedan | rwd | front | 109.1 | 0.907256 | 0.956944 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106.0 | 4800.0 | 26 | 27 | 22470.0 | 9.038462 | Medium | 1 | 0 | 1.367925 |
| 200 | -1 | 95 | volvo | turbo | four | sedan | rwd | front | 109.1 | 0.907256 | 0.956944 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 19 | 25 | 22625.0 | 12.368421 | Medium | 0 | 1 | 1.236842 |